Mux, Inc.

A method includes: receiving a script configured to modify the audio-video file; calculating a performance metric based on execution of the script on a set of test files; classifying the script as performant based on the performance metric; defining a metadata store associated with the script and the audio-video file; receiving a playback request specifying a rendition of the audio-video file from a computational device; in response to receiving the playback request: accessing a set of data inputs from the metadata store; executing the script on a frame of the audio-video file based on the set of data inputs to generate a modified frame of the audio-video file; transcoding the modified frame of the audio-video file into the rendition to generate an output frame of the audio-video file; and transmitting the output frame of the audio-video file to the computational device for playback at the computational device.

A method includes: ingesting a video; initializing a timed command stream synchronized to the video; emulating transcoding of the video to derive a sequence of video characteristics of the video; populating the timed command stream with the sequence of video characteristics; segmenting the video into a series of mezzanine segments. The method further includes: for each mezzanine segment, in the series of mezzanine segments: retrieving instream video characteristics, in the sequence of video characteristics, contained within a first segment of the timed command stream corresponding to the mezzanine segment; retrieving upstream video characteristics, in the sequence of video characteristics, preceding the first segment of the timed command stream and informing transcoding of the mezzanine segment; transforming the instream video characteristics and the upstream video characteristics into a set of transcode commands; storing the set of transcode commands in command frames; and inserting the command frames into the mezzanine segment.

A video monitoring system can include multiple collectors to receive video beacon data from multiple video monitoring interface modules. At least one beacon stream is connected to receive data from multiple collectors. A processing module receives the beacon stream and provides a real-time event stream used for real-time data analysis and a video view stream used for long-term data analysis.

A method including: monitoring a set of streaming metrics for a video stream during a set of time intervals of a first duration during a first time window; in response to a first streaming metric, executing an image classification model based on a set of image frames in the video stream to characterize the image frames according to a set of tags; retrieving a content manifest associated with a content type of the video stream, the content manifest defining a set of target concepts related to the content type; deriving a difference between the set of tags to the set of target concepts in the content manifest to compute a match score for the video stream; in response to the match score exceeding a threshold score, flagging the video stream for manual authentication; and in response to receiving an abuse confirmation from the operator removing the video stream from the streaming platform.

A method includes, at a first time: receiving a request for video content from a first user; generating a fingerprint for the first user; associating the first user with a first user population—assigned to a first CDN and receiving the video content from the first CDN during the first time period—based on the fingerprint; and accessing a first metric for distribution of video content from the first CDN to users of the first user population. The method also includes, at a second time: selecting a second user within the first user population; identifying a second CDN distinct from the first CDN; reassigning the second user to the second CDN; and accessing a second metric for distribution of the video content from the second CDN to the second user; and, in response to the second metric exceeding the first metric, reassigning the first user to the second CDN.

A method includes: receiving a script configured to modify the audio-video file; calculating a performance metric based on execution of the script on a set of test files; classifying the script as performant based on the performance metric; defining a metadata store associated with the script and the audio-video file; receiving a playback request specifying a rendition of the audio-video file from a computational device; in response to receiving the playback request: accessing a set of data inputs from the metadata store; executing the script on a frame of the audio-video file based on the set of data inputs to generate a modified frame of the audio-video file; transcoding the modified frame of the audio-video file into the rendition to generate an output frame of the audio-video file; and transmitting the output frame of the audio-video file to the computational device for playback at the computational device.

A method includes, at a first time: receiving, from a first viewer population, a first request for a first playback segment of a video; generating a first rendition segment corresponding to the first playback segment; transmitting the first rendition segment to the first viewer population; aggregating a first set of viewership data for the first playback segment; and generating a first viewership count based the first set of viewership data, the first viewership count corresponding to a viewership data filter. In addition, the method includes, at the second time: receiving a second request from the second viewer population for a second playback segment of the video; generating the second rendition segment corresponding to the first playback segment; modifying frames of the second rendition segment to include the first viewership count; and transmitting the second modified rendition segment to the second viewer population and the first viewership count.

A method including: ingesting a video segment and a set of video features of the video segment; estimating a part size distribution for the video segment based on the set of video features and a first rendition of the video segment; calculating a maximum expected part size based on a threshold percentile in the part size distribution; at a first time, transmitting, to an video player, a manifest file indicating a set of byterange-addressable parts of the video segment in the first rendition, each byterange addressed part characterized by the maximum expected part size; at a second time, receiving, a playback request for a first byterange-addressable part; transcoding the first byterange-addressable part; in response to the maximum expected part size exceeding a size of the first byterange-addressable part in the first rendition, appending padding data to the first byterange-addressable part; and transmitting the first byterange-addressable part to the AV player.

A video monitoring system can include multiple collectors to receive video beacon data from multiple video monitoring interface modules. At least one beacon stream is connected to receive data from multiple collectors. A processing module receives the beacon stream and provides a real-time event stream used for real-time data analysis and a video view stream used for long-term data analysis.

A method includes, at a first time: receiving, from a first viewer population, a first request for a first playback segment of a video; generating a first rendition segment corresponding to the first playback segment; transmitting the first rendition segment to the first viewer population; aggregating a first set of viewership data for the first playback segment; and generating a first viewership count based the first set of viewership data, the first viewership count corresponding to a viewership data filter. In addition, the method includes, at the second time: receiving a second request from the second viewer population for a second playback segment of the video; generating the second rendition segment corresponding to the first playback segment; modifying frames of the second rendition segment to include the first viewership count; and transmitting the second modified rendition segment to the second viewer population and the first viewership count.